Furthermore, we conduct experiments by choosing tasks from the large-scale Taskonomy dataset [1]}. Like our main manuscript, we use MTL-ViT-small as the baseline model and MTL-MoE-ViT-small for our model. We increase the number of tasks from three to nine and perform detailed evaluations. Following the same data pre-processing and evaluation method [2]}, we report the relative performance improvement from M³ViT over the baseline MTL-ViT. As shown in the Table REF , M³ViT demonstrates even stronger superiority as the number of tasks increases.
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